fix: confusion group confidence calibration — false positive detection inflation
Issues found through matching program classification analysis: 1. dedup_vs_nodedup: 0.85→0.50 for negative detection (no WS-PREV-KEY is not strong evidence for '含まず') 2. validation_vs_keybreak: 0.80→0.55 for has_counter (counter is a generic pattern, not specific to key-break) 3. simple_vs_two_stage: 0.80→0.50 for non-open-close-open pattern (sequential OPEN is the default for most programs) Result: matching programs now correctly classified: - MT01-03/18/20 → マッチング ✅ (was 項目チェック) - MT16-17 → 二段階マッチング ✅ (unchanged) - MT32 → 項目チェック(重複含む) ✅ (correct: has WS-PREV-KEY) - VL01 → 項目チェック(重複含む) ✅ (correct) - CSV → CSV合并 ✅ (correct) Regression: 745 passed (3 test expectation bounds updated)
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@@ -69,8 +69,8 @@ def resolve_dedup_vs_nodedup(features: dict) -> dict:
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evidence.append("WS-PREV-KEY 存在 → 含重复")
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return {"resolved_type": "項目チェック(重複含む)", "confidence": 0.90, "evidence": evidence}
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else:
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evidence.append("未检测到 WS-PREV-KEY → 不含重复")
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return {"resolved_type": "項目チェック(重複含まず)", "confidence": 0.85, "evidence": evidence}
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evidence.append("未检测到 WS-PREV-KEY → 可能不含重复(置信度低:缺少 WS-PREV-KEY 不代表一定是项目检查)")
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return {"resolved_type": "項目チェック(重複含まず)", "confidence": 0.50, "evidence": evidence}
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def resolve_validation_vs_keybreak(features: dict) -> dict:
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@@ -90,8 +90,8 @@ def resolve_validation_vs_keybreak(features: dict) -> dict:
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return {"resolved_type": "編集処理(校验)", "confidence": 0.85, "evidence": evidence}
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if has_counter:
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evidence.append("WS-*CNT 计数器存在 → キーブレイク")
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return {"resolved_type": "キーブレイク", "confidence": 0.80, "evidence": evidence}
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evidence.append("WS-*CNT 计数器存在 → 可能キーブレイク(置信度低:计数器是通用模式,非决定性证据)")
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return {"resolved_type": "キーブレイク", "confidence": 0.55, "evidence": evidence}
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evidence.append("既无错误字段也无计数器,无法判定")
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return {"resolved_type": "unknown", "confidence": 0.0, "evidence": evidence}
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@@ -134,8 +134,8 @@ def resolve_simple_vs_two_stage(features: dict) -> dict:
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evidence.append("OPEN→CLOSE→再OPEN 模式 → 二级匹配")
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return {"resolved_type": "二段階マッチング", "confidence": 0.90, "evidence": evidence}
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else:
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evidence.append(f"OPEN 模式为 '{open_pattern}' → 简单匹配")
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return {"resolved_type": "単純マッチング", "confidence": 0.80, "evidence": evidence}
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evidence.append(f"OPEN 模式为 '{open_pattern}' → 默认为単純マッチング(非決定的: 无 OPEN-CLOSE-OPEN 模式不代表一定是匹配程序)")
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return {"resolved_type": "単純マッチング", "confidence": 0.50, "evidence": evidence}
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def resolve_pure_vs_mixed(features: dict) -> dict:
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